| proc_year |
dbl |
0 |
0 |
10 |
0 |
0.51 |
1 |
| age_at_procedure |
dbl |
0 |
0 |
44 |
0 |
0.58 |
1 |
| birth_sex.Female |
dbl |
0 |
0 |
2 |
0 |
0.16 |
1 |
| race.Black.or.African.American |
dbl |
0 |
0 |
2 |
0 |
0.05 |
1 |
| insurance.Public |
dbl |
0 |
0 |
2 |
0 |
0.44 |
1 |
| htn.Yes |
dbl |
0 |
0 |
2 |
0 |
0.87 |
1 |
| dysrhy.Yes..atrial |
dbl |
0 |
0 |
2 |
0 |
0.14 |
1 |
| dysrhy.Other |
dbl |
0 |
0 |
2 |
0 |
0.07 |
1 |
| bmi |
dbl |
0 |
0 |
303 |
0 |
0.38 |
1 |
| functional_status.Light.work |
dbl |
0 |
0 |
2 |
0 |
0.19 |
1 |
| functional_status.Assisted.care |
dbl |
0 |
0 |
2 |
0 |
0.02 |
1 |
| functional_status.Self.care |
dbl |
0 |
0 |
2 |
0 |
0.04 |
1 |
| cvd.Hx.stroke..asymptomatic |
dbl |
0 |
0 |
2 |
0 |
0.06 |
1 |
| cvd.Hx.stroke..minor.deficit |
dbl |
0 |
0 |
2 |
0 |
0.05 |
1 |
| cvd.Hx.stroke..major.deficit |
dbl |
0 |
0 |
2 |
0 |
0.00 |
1 |
| cad_symptoms.Hx.MI.but.no.sx |
dbl |
0 |
0 |
2 |
0 |
0.24 |
1 |
| cad_symptoms.MI…6.mos |
dbl |
0 |
0 |
2 |
0 |
0.01 |
1 |
| cad_symptoms.Stable.angina |
dbl |
0 |
0 |
2 |
0 |
0.02 |
1 |
| cad_symptoms.Unstable.angina |
dbl |
0 |
0 |
2 |
0 |
0.00 |
1 |
| prior_chf.Asymp..hx.CHF |
dbl |
0 |
0 |
2 |
0 |
0.04 |
1 |
| prior_chf.Mild |
dbl |
0 |
0 |
2 |
0 |
0.03 |
1 |
| prior_chf.Moderate |
dbl |
0 |
0 |
2 |
0 |
0.02 |
1 |
| copd.Not.treated |
dbl |
0 |
0 |
2 |
0 |
0.12 |
1 |
| copd.On.meds |
dbl |
0 |
0 |
2 |
0 |
0.16 |
1 |
| copd.On.home.oxygen |
dbl |
0 |
0 |
2 |
0 |
0.03 |
1 |
| diabetes.Diet |
dbl |
0 |
0 |
2 |
0 |
0.04 |
1 |
| diabetes.Non.insulin.meds |
dbl |
0 |
0 |
2 |
0 |
0.12 |
1 |
| diabetes.Insulin |
dbl |
0 |
0 |
2 |
0 |
0.04 |
1 |
| dialysis.Functioning.transplant |
dbl |
0 |
0 |
2 |
0 |
0.01 |
1 |
| dialysis.On.dialysis |
dbl |
0 |
0 |
2 |
0 |
0.01 |
1 |
| smoking.Prior |
dbl |
0 |
0 |
2 |
0 |
0.59 |
1 |
| smoking.Current |
dbl |
0 |
0 |
2 |
0 |
0.31 |
1 |
| prior_cabg….5yrs.ago |
dbl |
0 |
0 |
2 |
0 |
0.08 |
1 |
| prior_cabg..5yr |
dbl |
0 |
0 |
2 |
0 |
0.04 |
1 |
| prior_pci….5yrs.ago |
dbl |
0 |
0 |
2 |
0 |
0.12 |
1 |
| prior_pci..5yr |
dbl |
0 |
0 |
2 |
0 |
0.09 |
1 |
| prior_cea_cas.CEA |
dbl |
0 |
0 |
2 |
0 |
0.03 |
1 |
| prior_cea_cas.Yes..on.old.EVAR |
dbl |
0 |
0 |
2 |
0 |
0.01 |
1 |
| prior_cea_cas.CAS |
dbl |
0 |
0 |
2 |
0 |
0.00 |
1 |
| prior_cea_cas.Both |
dbl |
0 |
0 |
1 |
0 |
0.00 |
0 |
| prior_aneurysm_repair.Aortic |
dbl |
0 |
0 |
2 |
0 |
0.01 |
1 |
| prior_aneurysm_repair.Yes..on.old.EVAR |
dbl |
0 |
0 |
2 |
0 |
0.01 |
1 |
| prior_aneurysm_repair.Other |
dbl |
0 |
0 |
2 |
0 |
0.01 |
1 |
| prior_arterial_bypass.Yes |
dbl |
0 |
0 |
2 |
0 |
0.03 |
1 |
| prior_arterial_pvi.Yes |
dbl |
0 |
0 |
2 |
0 |
0.05 |
1 |
| prior_major_amp.AK.or.higher |
dbl |
0 |
0 |
2 |
0 |
0.00 |
1 |
| prior_major_amp.BK.thru.knee |
dbl |
0 |
0 |
2 |
0 |
0.00 |
1 |
| stress_test.Normal |
dbl |
0 |
0 |
2 |
0 |
0.37 |
1 |
| stress_test….Ischemia |
dbl |
0 |
0 |
2 |
0 |
0.04 |
1 |
| stress_test….MI |
dbl |
0 |
0 |
2 |
0 |
0.02 |
1 |
| stress_test….Both |
dbl |
0 |
0 |
2 |
0 |
0.02 |
1 |
| anion_gap |
dbl |
0 |
0 |
21 |
0 |
0.53 |
1 |
| baso_number_k_ul |
dbl |
0 |
0 |
7 |
0 |
0.22 |
1 |
| creatinine |
dbl |
0 |
0 |
115 |
0 |
0.13 |
1 |
| eos_number_k_ul |
dbl |
0 |
0 |
15 |
0 |
0.20 |
1 |
| glucose |
dbl |
0 |
0 |
102 |
0 |
0.24 |
1 |
| lymph_number_k_ul |
dbl |
0 |
0 |
38 |
0 |
0.27 |
1 |
| mono_number_k_ul |
dbl |
0 |
0 |
21 |
0 |
0.38 |
1 |
| neut_number_k_ul |
dbl |
0 |
0 |
81 |
0 |
0.39 |
1 |
| platelets |
dbl |
0 |
0 |
171 |
0 |
0.30 |
1 |
| potassium |
dbl |
0 |
0 |
31 |
0 |
0.52 |
1 |
| rbc |
dbl |
0 |
0 |
49 |
0 |
0.55 |
1 |
| rdw |
dbl |
0 |
0 |
66 |
0 |
0.20 |
1 |
| seg_neut_percent |
dbl |
0 |
0 |
194 |
0 |
0.66 |
1 |
| urea_nitrogen |
dbl |
0 |
0 |
44 |
0 |
0.26 |
1 |
| nlr |
dbl |
0 |
0 |
254 |
0 |
0.20 |
1 |
| sii |
dbl |
0 |
0 |
304 |
0 |
0.18 |
1 |
| lmr |
dbl |
0 |
0 |
120 |
0 |
0.11 |
1 |
| pre_op_hemoglobin_g_l |
dbl |
0 |
0 |
103 |
0 |
0.07 |
1 |
| pre_op_asa.Yes |
dbl |
0 |
0 |
2 |
0 |
0.73 |
1 |
| pre_op_p2y12_antagonist.No |
dbl |
0 |
0 |
2 |
0 |
0.01 |
1 |
| pre_op_p2y12_antagonist.Clopidogrel |
dbl |
0 |
0 |
2 |
0 |
0.15 |
1 |
| pre_op_p2y12_antagonist.Ticagrelor |
dbl |
0 |
0 |
2 |
0 |
0.01 |
1 |
| pre_op_p2y12_antagonist.Prasugrel |
dbl |
0 |
0 |
2 |
0 |
0.00 |
1 |
| pre_op_statin.Yes |
dbl |
0 |
0 |
2 |
0 |
0.81 |
1 |
| pre_op_beta_blocker.No..for.medical.reason |
dbl |
0 |
0 |
2 |
0 |
0.01 |
1 |
| pre_op_beta_blocker.Pre.op.1.30.days |
dbl |
0 |
0 |
2 |
0 |
0.02 |
1 |
| pre_op_beta_blocker.Chronic…30.days |
dbl |
0 |
0 |
2 |
0 |
0.51 |
1 |
| pre_op_ace_inhibitor_arb.Yes |
dbl |
0 |
0 |
2 |
0 |
0.48 |
1 |
| pre_op_chronic_anticoagulant.No..for.medical.reason |
dbl |
0 |
0 |
2 |
0 |
0.01 |
1 |
| pre_op_chronic_anticoagulant.Other |
dbl |
0 |
0 |
2 |
0 |
0.06 |
1 |
| pre_op_chronic_anticoagulant.Rivaroxaban |
dbl |
0 |
0 |
2 |
0 |
0.02 |
1 |
| pre_op_chronic_anticoagulant.Warfarin |
dbl |
0 |
0 |
2 |
0 |
0.06 |
1 |
| pre_op_chronic_anticoagulant.Dabigatran |
dbl |
0 |
0 |
2 |
0 |
0.01 |
1 |
| family_history_of_aaa.Yes |
dbl |
0 |
0 |
2 |
0 |
0.11 |
1 |
| ejection_fraction.Unknown |
dbl |
0 |
0 |
2 |
0 |
0.03 |
1 |
| ejection_fraction..30. |
dbl |
0 |
0 |
2 |
0 |
0.03 |
1 |
| ejection_fraction.30.50. |
dbl |
0 |
0 |
2 |
0 |
0.08 |
1 |
| ejection_fraction..50. |
dbl |
0 |
0 |
2 |
0 |
0.52 |
1 |
| unfit_for_open_aaa_repair.Yes |
dbl |
0 |
0 |
2 |
0 |
0.29 |
1 |
| maximum_aaa_diameter |
dbl |
0 |
0 |
48 |
0 |
0.42 |
1 |
| ifu.Yes |
dbl |
0 |
0 |
2 |
0 |
0.54 |
1 |
| aortic_neck_length |
dbl |
0 |
0 |
53 |
0 |
0.16 |
1 |
| aortic_neck_diameter |
dbl |
0 |
0 |
51 |
0 |
0.17 |
1 |
| aorta_neck_angle.45.60.Degrees |
dbl |
0 |
0 |
2 |
0 |
0.14 |
1 |
| aorta_neck_angle.61.75.Degrees |
dbl |
0 |
0 |
2 |
0 |
0.01 |
1 |
| aorta_neck_angle.76.90.Degrees |
dbl |
0 |
0 |
2 |
0 |
0.03 |
1 |
| aorta_neck_angle…90.Degrees |
dbl |
0 |
0 |
2 |
0 |
0.00 |
1 |
| neck_aaa_angle.45.60.Degrees |
dbl |
0 |
0 |
2 |
0 |
0.18 |
1 |
| neck_aaa_angle.61.75.Degrees |
dbl |
0 |
0 |
2 |
0 |
0.02 |
1 |
| neck_aaa_angle.76.90.Degrees |
dbl |
0 |
0 |
2 |
0 |
0.03 |
1 |
| neck_aaa_angle…90.Degrees |
dbl |
0 |
0 |
2 |
0 |
0.02 |
1 |
| iliac_aneurysm.No |
dbl |
0 |
0 |
2 |
0 |
0.73 |
1 |
| iliac_aneurysm.Left |
dbl |
0 |
0 |
2 |
0 |
0.05 |
1 |
| iliac_aneurysm.Right |
dbl |
0 |
0 |
2 |
0 |
0.07 |
1 |
| iliac_aneurysm.Unilateral |
dbl |
0 |
0 |
2 |
0 |
0.02 |
1 |
| rt_com_iliac_diameter |
dbl |
0 |
0 |
119 |
0 |
0.24 |
1 |
| lt_com_iliac_diameter |
dbl |
0 |
0 |
114 |
0 |
0.23 |
1 |
| rt_int_iliac_diameter |
dbl |
0 |
0 |
94 |
0 |
0.10 |
1 |
| lt_int_iliac_diameter |
dbl |
0 |
0 |
99 |
0 |
0.08 |
1 |
| rt_distal_seal_zone_length |
dbl |
0 |
0 |
197 |
0 |
0.38 |
1 |
| lt_distal_seal_zone_length |
dbl |
0 |
0 |
190 |
0 |
0.34 |
1 |
| anesthesia.General |
dbl |
0 |
0 |
2 |
0 |
0.94 |
1 |
| fluoroscopy_time |
dbl |
0 |
0 |
186 |
0 |
0.17 |
1 |
| crystalloid |
dbl |
0 |
0 |
59 |
0 |
0.21 |
1 |
| ebl |
dbl |
0 |
0 |
29 |
0 |
0.10 |
1 |
| access_right.Open.femoral..transverse |
dbl |
0 |
0 |
2 |
0 |
0.15 |
1 |
| access_right.Open.femoral..failed.percutaneous |
dbl |
0 |
0 |
2 |
0 |
0.02 |
1 |
| access_right.None |
dbl |
0 |
0 |
2 |
0 |
0.01 |
1 |
| access_right.Open.femoral..vertical |
dbl |
0 |
0 |
2 |
0 |
0.04 |
1 |
| access_left.Open.femoral..transverse |
dbl |
0 |
0 |
2 |
0 |
0.15 |
1 |
| access_left.Open.femoral..failed.percutaneous |
dbl |
0 |
0 |
2 |
0 |
0.03 |
1 |
| access_left.None |
dbl |
0 |
0 |
2 |
0 |
0.00 |
1 |
| access_left.Open.femoral..vertical |
dbl |
0 |
0 |
2 |
0 |
0.03 |
1 |
| aortic_main_device.Aorto.uni.iliac |
dbl |
0 |
0 |
2 |
0 |
0.03 |
1 |
| aortic_main_device.Bilateral.aorto.iliac.limbs |
dbl |
0 |
0 |
2 |
0 |
0.02 |
1 |
| aortic_main_device.Aorto.bi.iliac |
dbl |
0 |
0 |
2 |
0 |
0.06 |
1 |
| proximal_aortic_extensions.Yes |
dbl |
0 |
0 |
2 |
0 |
0.05 |
1 |
| aortic_graft_manufacturer_1.Cook |
dbl |
0 |
0 |
2 |
0 |
0.14 |
1 |
| aortic_graft_manufacturer_1.Medtronic |
dbl |
0 |
0 |
2 |
0 |
0.03 |
1 |
| aortic_graft_manufacturer_1.Bolton.Medical |
dbl |
0 |
0 |
2 |
0 |
0.04 |
1 |
| aortic_graft_manufacturer_1.Other |
dbl |
0 |
0 |
1 |
0 |
0.00 |
0 |
| aortic_graft_manufacturer_1.Endologix |
dbl |
0 |
0 |
2 |
0 |
0.01 |
1 |
| aortic_graft_diameter_1 |
dbl |
0 |
0 |
14 |
0 |
0.51 |
1 |
| aortic_graft_length_1 |
dbl |
0 |
0 |
20 |
0 |
0.21 |
1 |
| unplanned_aortic_device.Yes |
dbl |
0 |
0 |
2 |
0 |
0.05 |
1 |
| unplanned_iliac_device.Yes |
dbl |
0 |
0 |
2 |
0 |
0.03 |
1 |
| type_ii_leak.Yes |
dbl |
0 |
0 |
2 |
0 |
0.26 |
1 |
| number_right.1 |
dbl |
0 |
0 |
2 |
0 |
0.66 |
1 |
| number_right.2. |
dbl |
0 |
0 |
2 |
0 |
0.07 |
1 |
| number_left.1 |
dbl |
0 |
0 |
2 |
0 |
0.71 |
1 |
| number_left.2. |
dbl |
0 |
0 |
2 |
0 |
0.11 |
1 |
| intraop_cx_endoleak.Yes |
dbl |
0 |
0 |
2 |
0 |
0.35 |
1 |
| iv_bp_support_post_op.Yes |
dbl |
0 |
0 |
2 |
0 |
0.02 |
1 |
| postop_complications.Yes |
dbl |
0 |
0 |
2 |
0 |
0.07 |
1 |
| discharge_status.Nursing.home |
dbl |
0 |
0 |
2 |
0 |
0.01 |
1 |
| discharge_status.Rehab.unit |
dbl |
0 |
0 |
2 |
0 |
0.02 |
1 |
| discharge_status.Homeless |
dbl |
0 |
0 |
2 |
0 |
0.00 |
1 |
| discharge_status.Other.hospital |
dbl |
0 |
0 |
2 |
0 |
0.00 |
1 |
| discharge_asa.Yes |
dbl |
0 |
0 |
2 |
0 |
0.88 |
1 |
| discharge_p2y12_antagonist.Yes |
dbl |
0 |
0 |
2 |
0 |
0.18 |
1 |
| discharge_statin.Yes |
dbl |
0 |
0 |
2 |
0 |
0.88 |
1 |
| discharge_beta_blocker.Yes |
dbl |
0 |
0 |
2 |
0 |
0.54 |
1 |
| discharge_ace_inhibitor_arb.Yes |
dbl |
0 |
0 |
2 |
0 |
0.46 |
1 |
| discharge_anticoagulant.Yes |
dbl |
0 |
0 |
2 |
0 |
0.14 |
1 |
| sac_regression_12m_cat.Regression |
dbl |
0 |
0 |
2 |
0 |
0.31 |
1 |
| years_quit_smoking |
dbl |
0 |
0 |
183 |
0 |
0.23 |
1 |
| survival_1yr_censor.1 |
dbl |
0 |
0 |
2 |
0 |
0.06 |
1 |
| survival_5yr_censor.1 |
dbl |
0 |
0 |
2 |
0 |
0.25 |
1 |
| internal_illiac_BellBottom |
dbl |
0 |
0 |
2 |
0 |
0.15 |
1 |
| internal_illiac_BranchGraft |
dbl |
0 |
0 |
2 |
0 |
0.05 |
1 |
| internal_illiac_CoiledAndCovered |
dbl |
0 |
0 |
2 |
0 |
0.09 |
1 |
| iliac_adjunct.Stent.Graft |
dbl |
0 |
0 |
2 |
0 |
0.06 |
1 |
| iliac_adjunct.PTA |
dbl |
0 |
0 |
2 |
0 |
0.03 |
1 |
| iliac_adjunct.Stent |
dbl |
0 |
0 |
2 |
0 |
0.01 |
1 |
| iliac_adjunct.Other |
dbl |
0 |
0 |
2 |
0 |
0.01 |
1 |